{"id":14127,"date":"2024-09-08T18:27:40","date_gmt":"2024-09-08T18:27:40","guid":{"rendered":"https:\/\/dailyai.com\/?p=14127"},"modified":"2024-09-10T11:42:49","modified_gmt":"2024-09-10T11:42:49","slug":"is-the-video-game-industry-facing-an-ai-renaissance-what-are-the-impacts","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2024\/09\/is-the-video-game-industry-facing-an-ai-renaissance-what-are-the-impacts\/","title":{"rendered":"St\u00e5r videospilindustrien over for en AI-ren\u00e6ssance? Hvad er konsekvenserne?"},"content":{"rendered":"<p><strong>Forestil dig at spille det klassiske f\u00f8rstepersonsskydespil DOOM, men med et twist: Spillet k\u00f8rer ikke p\u00e5 kode skrevet af programm\u00f8rer; det genereres i realtid af et AI-system. <\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Det er en effektiv beskrivelse af GameNGen, en banebrydende AI-model, som for nylig blev pr\u00e6senteret af forskere fra Google og Tel Aviv University.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/gamengen.github.io\/\" target=\"_blank\" rel=\"noopener\">GameNGen<\/a> kan simulere DOOM med over 20 billeder i sekundet ved hj\u00e6lp af en enkelt Tensor Processing Unit (TPU). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inden for denne processorenhed er vi vidne til f\u00f8dslen af spil, der i bund og grund kan t\u00e6nke og skabe sig selv. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">I stedet for at menneskelige programm\u00f8rer definerer alle aspekter af et spils opf\u00f8rsel, l\u00e6rer et AI-system at generere hele spiloplevelsen i farten.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">GameNGen bruger en type AI, der kaldes en diffusionsmodel, som ligner dem, der bruges i billedgenereringsv\u00e6rkt\u00f8jer som DALL-E eller Stable Diffusion. Forskerne har dog tilpasset denne teknologi til spilsimulering i realtid.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Systemet tr\u00e6nes i to faser. F\u00f8rst l\u00e6rer en forst\u00e6rkningsl\u00e6ringsagent (RL) - en anden type AI - at spille DOOM. N\u00e5r denne AI-agent spiller, registreres dens spilsessioner, hvilket skaber et stort datas\u00e6t med spiltilstande, handlinger og resultater.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I anden fase bruges dette datas\u00e6t til at tr\u00e6ne selve GameNGen. Modellen l\u00e6rer at forudsige spillets n\u00e6ste frame baseret p\u00e5 de foreg\u00e5ende frames og spillerens handlinger.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00e6nk p\u00e5 det som at l\u00e6re AI'en at forestille sig, hvordan spilverdenen ville reagere p\u00e5 hver spillers tr\u00e6k.<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"GameNGen\" width=\"1080\" height=\"810\" src=\"https:\/\/www.youtube.com\/embed\/O3616ZFGpqw?list=PL3ZfMho22LwDvJSEKVBiwxNsVEqUTUmhJ\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><span style=\"font-weight: 400;\">En af de st\u00f8rste udfordringer er at bevare konsistensen over tid. N\u00e5r AI'en genererer billede efter billede, kan sm\u00e5 fejl hobe sig op og potentielt f\u00f8re til bizarre eller umulige spiltilstande.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For at bek\u00e6mpe dette implementerede forskerne en smart \"st\u00f8jforst\u00e6rkningsteknik\" under tr\u00e6ningen. De tilf\u00f8jede med vilje forskellige niveauer af tilf\u00e6ldig st\u00f8j til tr\u00e6ningsdataene og l\u00e6rte modellen at korrigere og eliminere denne st\u00f8j.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det hj\u00e6lper GameNGen med at bevare den visuelle kvalitet og logiske konsistens, selv over lange spilsessioner.<\/span><\/p>\n<figure id=\"attachment_14134\" aria-describedby=\"caption-attachment-14134\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-14134 size-large\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio-1024x466.png\" alt=\"\" width=\"1024\" height=\"466\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio-1024x466.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio-300x136.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio-768x349.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio-1536x699.png 1536w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio-18x8.png 18w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio-60x27.png 60w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/aio.png 1860w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-14134\" class=\"wp-caption-text\">GameNGens arkitektur. Kilde: <a href=\"https:\/\/gamengen.github.io\/\">ArXiv<\/a>.<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Mens GameNGen i \u00f8jeblikket er fokuseret p\u00e5 at simulere et eksisterende spil, antyder den underliggende arkitektur endnu flere sp\u00e6ndende muligheder.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I teorien kan lignende systemer generere helt nye spilmilj\u00f8er og -mekanikker p\u00e5 farten, hvilket f\u00f8rer til spil, der tilpasser sig og udvikler sig som reaktion p\u00e5 spillerens handlinger p\u00e5 m\u00e5der, der g\u00e5r langt ud over de nuv\u00e6rende procedurem\u00e6ssige genereringsteknikker.<\/span><\/p>\n<h2><strong>Vejen til AI-drevne spilmotorer<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">GameNGen dukker ikke op alene. Det er det seneste i en r\u00e6kke fremskridt, der bringer os t\u00e6ttere p\u00e5 en verden, hvor AI ikke bare hj\u00e6lper med at udvikle spil - det bliver selve udviklingsprocessen. For eksempel:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/worldmodels.github.io\/\"><span style=\"font-weight: 400;\">Verdensmodeller<\/span><\/a><span style=\"font-weight: 400;\">der blev introduceret i 2018, viste, hvordan en AI kunne l\u00e6re at spille videospil ved at opbygge en intern model af spilverdenen.\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/deepmind.google\/discover\/blog\/alphastar-mastering-the-real-time-strategy-game-starcraft-ii\/\">AlphaStar<\/a>fra 2019. er en AI udviklet af DeepMind specielt til at spille strategispillet StarCraft II i realtid. AlphaStar bruger forst\u00e6rkningsl\u00e6ring og komplekse neurale netv\u00e6rk til at mestre spillet, opn\u00e5 fremragende f\u00e6rdigheder og konkurrere mod menneskelige topspillere.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/research.nvidia.com\/labs\/toronto-ai\/GameGAN\/\"><span style=\"font-weight: 400;\">GameGAN<\/span><\/a><span style=\"font-weight: 400;\">udviklet af Nvidia i 2020, viste, hvordan generative adversarial networks kunne genskabe simple spil som Pac-Man uden adgang til den underliggende motor.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">DeepMinds <\/span><a href=\"https:\/\/dailyai.com\/da\/2024\/04\/deepmind-develop-a-foundation-model-for-building-2d-game-environments\/\"><span style=\"font-weight: 400;\">Genie<\/span><\/a><span style=\"font-weight: 400;\">som blev pr\u00e6senteret tidligere i \u00e5r, tager tingene et skridt videre ved at generere spilbare spilmilj\u00f8er ud fra videoklip.<\/span><\/li>\n<li aria-level=\"1\">DeepMinds <a href=\"https:\/\/dailyai.com\/da\/2024\/03\/deepmind-demo-sima-a-generalist-ai-agent-for-3d-environments\/\" target=\"_blank\" rel=\"noopener\">SIMA<\/a>SIMA, der ogs\u00e5 blev introduceret i \u00e5r, er en avanceret AI-agent, der er designet til at forst\u00e5 og handle efter menneskelige instruktioner i forskellige 3D-milj\u00f8er. Ved hj\u00e6lp af foruddannede syns- og videoforudsigelsesmodeller kan SIMA navigere, interagere og udf\u00f8re opgaver i forskellige spil uden at have adgang til deres kildekoder.<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Det peger alt sammen i retning af en sp\u00e6ndende fremtid, hvor verdener kan udvides og reagere p\u00e5 spillerens handlinger med realisme og dybde.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Forestil dig rollespil, hvor hver gennemspilning er helt unik, eller strategispil med AI-modstandere, der tilpasser sig p\u00e5 m\u00e5der, som ingen menneskelig designer kunne forudse. Verdener, der b\u00f8jer og b\u00f8jer sig efter din figurs rejse. Dialog og interaktioner, der ser ud og lyder som den \u00e6gte vare.\u00a0<\/span><\/p>\n<p>Midt i begejstringen er vi n\u00f8dt til at forholde os til elefanten i rummet. De AI-teknologier, der driver futuristisk gameplay, truer ogs\u00e5 med at fortr\u00e6nge udviklere og designere.<\/p>\n<p>GameNGen peger p\u00e5 en potentielt autonom fremtid for spildesign og -udvikling. Og l\u00e6nge f\u00f8r vi n\u00e5r dertil, truer AI allerede med at g\u00f8re udviklingsteams mindre i hele softwareindustrien, inklusive spil.<\/p>\n<p>Optimister h\u00e6vder, at dette skift kan frig\u00f8re udviklere fra manuelt arbejde, s\u00e5 de kan fokusere p\u00e5 design og historiefort\u00e6lling p\u00e5 h\u00f8jt niveau inden for disse nye AI-drevne rammer.<\/p>\n<p><span style=\"font-weight: 400;\">For eksempel Marcus Holmstr\u00f6m, CEO for spiludviklingsstudiet The Gang, <a href=\"https:\/\/www.technologyreview.com\/2024\/09\/06\/1103707\/roblox-is-launching-a-generative-ai-that-builds-3d-environments-in-a-snap\/\">forklaret til <span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\">MIT<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/a><\/span><span style=\"box-sizing: border-box; margin: 0px; padding: 0px;\">\"I stedet for at sidde og g\u00f8re det i h\u00e5nden, kan du nu teste forskellige tilgange.\" <\/span><span style=\"font-weight: 400;\">og fremh\u00e6ver teknologiens evne til hurtig prototyping og iteration.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Holmstr\u00f6m fortsatte: \"Hvis du for eksempel skal bygge et bjerg, kan du lave forskellige typer bjerge, og du kan \u00e6ndre det undervejs. S\u00e5 justerer vi det og retter det til manuelt, s\u00e5 det passer. Det kommer til at spare en masse tid.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Borislav Slavov, en BAFTA-vindende komponist, der er kendt for sit arbejde p\u00e5 Baldur's Gate 3, g\u00f8r det samme. <\/span><a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/cl44mv0jnv5o\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">mener, at AI kunne<\/span><\/a><span style=\"font-weight: 400;\"> skubber komponisterne ud af deres komfortzone og giver dem mulighed for at \"fokusere langt mere p\u00e5 essensen - at blive inspireret og komponere dybt f\u00f8lelsesladede og st\u00e6rke temaer.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Men for hver stemme, der hylder fordelene ved AI-drevet spildesign, er der en anden, der ikke er s\u00e5 begejstret for udsigten.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jess Hyland, en erfaren spilkunstner og medlem af Independent Workers Union of Great Britain's spilarbejderafdeling, <\/span><a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/cl44mv0jnv5o\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">fortalte BBC<\/span><\/a><span style=\"font-weight: 400;\">\"Jeg er meget bevidst om, at jeg kan v\u00e5gne op i morgen, og at mit job kan v\u00e6re v\u00e6k.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For nogle er frygten for jobskifte i sigtekornet, og det samme er den fundamentale karakter af kreativitet i spiludvikling.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Det var ikke derfor, jeg begyndte at lave spil\", tilf\u00f8jer Hyland og udtrykker bekymring for, at kunstnere kan blive reduceret til blot at v\u00e6re redakt\u00f8rer af AI-genereret indhold. \"De ting, som AI genererer, bliver du den person, hvis job det er at fikse.\"<\/span><\/p>\n<p><span style=\"font-weight: 400; font-size: 16px;\">Og mens AAA-studier m\u00e5ske ser AI som et v\u00e6rkt\u00f8j til at flytte gr\u00e6nserne for, hvad der er muligt, kan billedet se helt anderledes ud for indie-udviklere.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mens AI-spiludvikling kan s\u00e6nke adgangsbarriererne og give flere mennesker mulighed for at f\u00f8re deres ideer ud i livet, risikerer det ogs\u00e5 at oversv\u00f8mme markedet med AI-genereret indhold, hvilket g\u00f8r det sv\u00e6rere for virkeligt originale v\u00e6rker at tr\u00e6nge igennem st\u00f8jen.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Chris Knowles, en tidligere senior engine developer hos det britiske spilfirma Jagex, advarer om, at AI potentielt kan forv\u00e6rre kloning af spil, is\u00e6r p\u00e5 mobilmarkedet. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Alt, hvad der g\u00f8r klonstudiernes forretningsmodel endnu billigere og hurtigere, g\u00f8r den vanskelige opgave med at drive et \u00f8konomisk b\u00e6redygtigt indie-studie endnu sv\u00e6rere,\" advarede han.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Der er en modstand under opsejling. Den amerikanske fagforening SAG-AFTRA, som startede den skels\u00e6ttende Hollywood-strejke mod <\/span><span style=\"font-weight: 400;\"><span style=\"box-sizing: border-box; margin: 0px; padding: 0px;\">produktionsstudier sidste \u00e5r, for nylig\u00a0<a href=\"https:\/\/dailyai.com\/da\/2024\/07\/sag-aftra-launches-strike-against-video-game-companies-over-ai-concerns\/\" target=\"_blank\" rel=\"noopener\">indledte endnu en strejke<\/a> over rettigheder til videospil. <\/span><\/span><\/p>\n<p><span style=\"font-weight: 400;\"><span style=\"box-sizing: border-box; margin: 0px; padding: 0px;\">Selv om den ikke direkte p\u00e5virker udviklere, har strejken til form\u00e5l at forhindre spilstudier i at bruge AI til at fortr\u00e6nge kunstnere, som stemmeskuespillere og bev\u00e6gelsesskuespillere, ved hj\u00e6lp af AI uden rimelig kompensation.\u00a0<\/span><\/span><\/p>\n<p>Sp\u00f8rgsm\u00e5let er, hvordan man virkelig afbalancerer AI's risici for branchen med de potentielle fordele for gamere og gaming som et helt \u00f8kosystem? Kan vi virkelig forhindre AI i at revolutionere en branche, der er stolt af at skubbe til de teknologiske gr\u00e6nser?<\/p>\n<p>N\u00e5r alt kommer til alt, er gaming en industri, der virkelig har v\u00e6ret afh\u00e6ngig af teknologi for at udvikle sig.<\/p>\n<p><span style=\"font-weight: 400;\">Tidligere p\u00e5 \u00e5ret talte vi med Chris Benjaminsen, medstifter af AI-spil-startup'en <a href=\"https:\/\/frvr.com\/\" target=\"_blank\" rel=\"noopener\">FRVR<\/a>, der <\/span><a href=\"https:\/\/dailyai.com\/da\/2024\/05\/interview-chris-benjaminsen-co-founder-and-director-of-channels-at-frvr\/\"><span style=\"font-weight: 400;\">forklaret til os<\/span><\/a><span style=\"font-weight: 400;\">:<\/span><\/p>\n<p><em><span style=\"font-weight: 400;\">\"Jeg tror ikke, at verden har haft \u00e6gte brugergenererede spil endnu. Vi har haft platforme med brugergenererede spil, hvor folk genererede UGC, men det har altid v\u00e6ret begr\u00e6nset af nogle af de muligheder, som den p\u00e5g\u00e6ldende platform underst\u00f8ttede, ikke sandt? Hvis du har en platform med en masse skabeloner til puslespil, f\u00e5r du en masse puslespil, men du kan ikke skabe unikke spil p\u00e5 en platform, der kun underst\u00f8tter skabeloner. Jeg tror, at AI kan \u00e6ndre alt.\"<\/span><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Benjaminsen mener, at det giver folk mulighed for at skabe spil helt fra bunden. Det fungerer som en modv\u00e6gt til store udviklere, der v\u00e6lger projekter ud fra deres \u00f8konomiske afkast.<\/span><\/p>\n<p><em><span style=\"font-weight: 400;\">\"I stedet for at meget f\u00e5 mennesker bestemmer, hvilke spil folk skal have lov til at spille, vil vi give alle mulighed for at skabe, hvad de vil, og s\u00e5 lade brugerne finde ud af, hvad der er sjovt. Jeg tror ikke, at de fleste i spilbranchen ved, hvad folk vil have. De t\u00e6nker kun p\u00e5, hvad de kan tjene flest penge p\u00e5.\"<\/span><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Det er en relevant pointe. Midt i al forstyrrelsen af branchen m\u00e5 vi ikke glemme den vigtigste interessent: spillerne.\u00a0<\/span><\/p>\n<p>Fremskridt inden for personaliseret gameplay kombineret med at give folk mulighed for at v\u00e6lge deres spiloplevelser kan indvarsle en ny \u00e6ra med legedrevne spiloplevelser.<\/p>\n<p><span style=\"font-weight: 400;\">Ja, udviklerjobs vil sandsynligvis komme i klemme ligesom mange andre i de kreative brancher. <\/span><span style=\"font-weight: 400;\">Det er aldrig ideelt for folk at miste deres job, men det g\u00f8r ondt v\u00e6rre, n\u00e5r disse \u00e6ndringer ogs\u00e5 g\u00e5r ud over kvaliteten af de produkter, de engang elskede at skabe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Der er dog h\u00e5b om, at AI's rolle i spil vil v\u00e6re mere tilb\u00f8jelig til at f\u00f8re til sunde resultater end i billedkunst eller film og tv. <\/span><span style=\"font-weight: 400;\">Spiludviklere kan ogs\u00e5 f\u00e5 lettere ved at tilpasse sig og arbejde sammen med AI-v\u00e6rkt\u00f8jer i stedet for at blive erstattet af dem. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det st\u00e5r i kontrast til omr\u00e5der som musik, hvor AI kan skabe produkter, der konkurrerer direkte med menneskelige kunstnere. <\/span><span style=\"font-weight: 400;\">Den tekniske kompleksitet i spiludvikling kan ogs\u00e5 skabe et mere komplement\u00e6rt forhold mellem AI og menneskelig kreativitet end et rent konkurrencepr\u00e6get forhold.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I sidste ende vil AI's indvirkning p\u00e5 spiludvikling blive debatteret i de kommende \u00e5r. Som ethvert andet kraftfuldt v\u00e6rkt\u00f8j vil dets indvirkning afh\u00e6nge af en r\u00e6kke interessenter, fra spillerne til studierne.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vil AI forts\u00e6tte med at flytte gr\u00e6nserne for interaktiv underholdning? O<\/span><span style=\"font-weight: 400;\">r vil vi tillade, at det homogeniserer spiludviklingen og ofrer de menneskelige skaberes unikke visioner p\u00e5 effektivitetens alter?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Svaret, ligesom fremtiden for gaming i sig selv og for mange andre kreative industrier, er endnu ikke skrevet. Men \u00e9n ting er sikkert: Controlleren er i vores h\u00e6nder indtil videre.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hvordan vi spiller p\u00e5 dette n\u00e6ste niveau, vil afg\u00f8re spilindustriens kurs i de kommende generationer.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forestil dig at spille det klassiske first-person shooter-spil DOOM, men med et twist: Spillet k\u00f8rer ikke p\u00e5 kode skrevet af programm\u00f8rer; det bliver genereret i realtid af et AI-system. Det er en effektiv beskrivelse af GameNGen, en banebrydende AI-model, som for nylig blev pr\u00e6senteret af forskere fra Google og Tel Aviv University. GameNGen kan simulere DOOM med over 20 billeder i sekundet ved hj\u00e6lp af en enkelt Tensor Processing Unit (TPU). Inden for denne behandlingsenhed er vi vidne til f\u00f8dslen af spil, der i bund og grund kan t\u00e6nke og skabe sig selv. I stedet for at menneskelige programm\u00f8rer definerer alle aspekter af et spils adf\u00e6rd, l\u00e6rer et AI-system at generere hele spillet.<\/p>","protected":false},"author":2,"featured_media":14145,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[87],"tags":[467,105],"class_list":["post-14127","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opinions","tag-gaming","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Is the video game industry facing an AI renaissance? 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